Height Map Boundary Problem
It sounds like the "Import Image as plane" add-on did not UV map it correctly. If that is the case, then you can fix it by hand.

For fixing it, scale the UV map in the UV/image Editor while in Edit mode with the desired image in the editor. Or by going into top orthographic view and using the "Project From View (Bounds)" function by pressing "U".